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Eleuther’s remaining GPT-J checkpoint may be accessed on Hugging Face at EleutherAI/gpt-j-6B. Rather then manually entering the values within the design architecture desk right into a config file and composing a script to convert their checkpoint, we can auto-make these with an individual command.
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Seamlessly adapt a pretrained checkpoint attained from an exterior code repository right into a Cerebras Product Zoo-appropriate configuration and checkpoint. This directly permits the continuation of coaching on the Cerebras CS process.
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The script supports tensor parallelism and pipeline parallelism to distribute the product across several GPUs.
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It’s vital that you Take note that other repositories might not assistance as quite a few generalized design implementations as the Cerebras Design Zoo, and They could not accommodate your certain product modifications. As an example, Hugging Face NLP design implementations have limits on positional embeddings, making it difficult to add ALiBi embeddings to an LLaMA design.